Numerical evaluation metrics

Metric xgboost cnn naive lstm xgboost_custom
mae 0.07 0.07 0.09 0.07 0.09
cor 0.88 0.87 0.83 0.86 0.86
ratio_of_sd 0.86 0.93 0.81 0.87 1.01
KGE 0.81 0.78 0.69 0.80 0.56
amplitude_mae 0.16 0.13 0.22 0.14 0.13
maximum_difference 6.20 6.31 6.29 6.30 6.00
sign_correlation 0.60 0.55 0.60 0.60 0.58
extreme_correlation 0.58 0.69 0.52 0.64 0.65
amount_rainy_hours_mae 1.55 1.55 2.23 1.69 2.62
qqplot_mae 0.02 0.02 0.04 0.02 0.05
acf_mae 0.10 0.06 0.14 0.07 0.10
extremogram_mae 0.06 0.03 0.07 0.03 0.05


Graphical evaluation metrics